the following paper: Assessment of attention restoration quality on a college campus: A machine learning-based approach. we propose a machine learning (ML)-based method for high-resolution, large-scale assessment of the restorative qualities of campus environments using Street View Images (SVIs).
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Python 3.7
torch
pandas
Numpy
@article{ma2023high,
title={High or low? Exploring the restorative effects of visual levels on campus spaces using machine learning and street view imagery},
author={Ma, Haoran and Xu, Qing and Zhang, Yan},
journal={Urban Forestry \& Urban Greening},
volume={88},
pages={128087},
year={2023},
publisher={Elsevier}
}